R Observatory: Metrics for ThinkingGrid version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ThinkingGrid

0.1.0

Thinking Grid Statistics

0packages depend

2.2Kdownloads / year

53.2%test coverage

13/13checks pass

Overview

About

Maintained by Avinash KulkarniFirst published 2026-03-131 releasesCRAN page ↗GitHub ↗

Provides comprehensive tools for conducting research using the Thinking Grid framework, a psychological measurement approach for understanding the stream of thought. Includes functions for generating Qualtrics surveys with the thinking grid, processing survey responses, calculating quadrant depths, and creating various visualization types including heatmaps, animations, and statistical plots. See Irving, Z. C., Murray, S., Kuvar, V., Urena, M., and Mills, C. (2025) "Consciousness, Just in Time: Fluctuations in the Stream of Consciousness during Tasks and Rest" (manuscript under review, draft available from zci7c@virginia.edu).

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)

install.packages("ThinkingGrid", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("a-kulkarn/qualtrics-thinkgrid")

Development version from a-kulkarn/qualtrics-thinkgrid. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-thinkinggrid

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-ThinkingGrid

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

13OK

Slowest check: 5.4 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.90

53.2%

Coverage · measured lines

100%

Documentation · exports

11

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-14
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 129 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 78%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

2.2K

CRAN downloads in the past year

Rank #9,217 · ~6/day · ~186/mo

Releases R versions

Daily download trend is not available in this view yet.

16030 days

1K90 days

2.2K1 year

Compare downloads with other packages →

Also on51 r2u

Repository

GitHub ↗ a-kulkarn/qualtrics-thinkgrid

1Stars

0Forks

0Open issues

0Open PRs

0Releases

221Commits

3Contributors

221 commits · Last activity 2026-07-13

Stars over time

2024-12-23 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/a-kulkarn/qualtrics-thinkgrid on 2026-08-09.

Continuous integration (1)

GitHub Actions

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (11)

colorspace cowplot ggplot2 gifskigridgridExtramethodsreticulate scalesstatsutils

LinkingTo (0)

none

Suggests (7)

png testthat vdiffr lme4 knitr rmarkdown sjPlot

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Avinash Kulkarni

Author, Maintainer, Copyright holder

Authors (2)

Avinash Kulkarni

Author, Maintainer, Copyright holder

Vishal Kuvar

Author

Contributors (1)

Zac Irving

Contributor, Funder

Copyright holders (1)

Avinash Kulkarni

Author, Maintainer, Copyright holder

Funders (1)

Zac Irving

Contributor, Funder

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
2026-03-13 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-13
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ThinkingGrid")

Format

Kulkarni, A., Irving, Z., & Kuvar, V. (2026). ThinkingGrid: Thinking Grid Statistics (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.ThinkingGrid

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for ThinkingGrid version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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