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dropout

dropout: an R Package for Addressing Dropouts, Missing Values, and Sectional Challenges in Survey Data Analysis - Published in JOSS (2024)

https://github.com/hendr1km/dropout

Science Score: 93.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 1 DOI reference(s) in JOSS metadata
  • ○
    Academic publication links
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    Committers with academic emails
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    Institutional organization owner
  • ✓
    JOSS paper metadata
    Published in Journal of Open Source Software
Last synced: 6 months ago · JSON representation

Repository

tools for dropout analysis when working with survey data

Basic Info
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 2
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog License

README.md

dropout

R-CMD-check CRAN status <!-- badges: end -->

The dropout package offers tools for dropout analysis in survey data. It helps you identify and handle incomplete responses.

dropout v2.2.1

The latest version of the dropout package introduces significant updates to the codebase, aimed at reducing unexpected behavior and minimizing dependencies by directly utilizing R's built-in C API.

If you need to access the previous version of the package, you can download it through Figshare.

Installation

You can install the development version of dropout from GitHub using the following command:

```r

Install the released version from CRAN

install.packages("dropout")

development version from GitHub:

devtools::install_github("hendr1km/dropout") ```

Features

  • drop_detect: Detects participants who drop out of the survey by recognizing NA sequences up to the last question of the survey. Additionally, the function provides the column name and index where the dropout occurs.

  • dropout_summary: Offers a high-level summary of dropout occurrences, providing key statistics to understand the patterns of participant dropouts across different survey questions.

For practical examples please refer to the package vignette.

Owner

  • Login: hendr1km
  • Kind: user

JOSS Publication

dropout: an R Package for Addressing Dropouts, Missing Values, and Sectional Challenges in Survey Data Analysis
Published
March 30, 2024
DOI
Volume 9, Issue 95, Page 6181
Authors
Hendrik Mann ORCID
University of Wuppertal, Germany
Editor
Samuel Forbes ORCID
Tags
r dropout missing values participation survey data
View PDF Review Thread Software Archive

GitHub Events

Total
  • Push event: 4
Last Year
  • Push event: 4

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 94
  • Total Committers: 2
  • Avg Commits per committer: 47.0
  • Development Distribution Score (DDS): 0.011
Past Year
  • Commits: 6
  • Committers: 1
  • Avg Commits per committer: 6.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
hendr1km h****m@o****e 93
Olivia Guest o****t 1
Committer Domains (Top 20 + Academic)
outlook.de: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 10
  • Total pull requests: 2
  • Average time to close issues: 9 days
  • Average time to close pull requests: 7 days
  • Total issue authors: 3
  • Total pull request authors: 2
  • Average comments per issue: 1.3
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • medewitt (5)
  • max-alletsee (4)
  • hendr1km (1)
Pull Request Authors
  • medewitt (2)
  • oliviaguest (2)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 214 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 5
  • Total maintainers: 1
cran.r-project.org: dropout

Handling Incomplete Responses in Survey Data Analysis

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 214 Last month
Rankings
Dependent packages count: 28.3%
Dependent repos count: 36.9%
Average: 51.1%
Downloads: 87.9%
Maintainers (1)
hendrik.mann@uni-wuppertal.de
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • testthat >= 3.0.0 suggests
.github/workflows/R-CMD-check.yaml actions
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  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action v4.4.1 composite
  • actions/checkout v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v1 composite